9781597181051

Generalized Linear Models and Extensions, Third Edition

Format: Paperback

ISBN13: 9781597181051

Paperback|9781597181051


Overview

This book presents a thorough examination of generalized linear model (GLM) estimation methods as well as the derivation of all major GLM families. Examined families include Gaussian, gamma, inverse Gaussian, binomial, Poisson, geometric, and negative binomial. The text also contains various models that have been developed on the basis of GLM theory, including GAM, ordered binomial models, multinomial logit and probit models, GEE and other quasi-likelihood models, fixed and random effects models, and random intercept and random parameter models. Using Stata, the book offers numerous examples to assist you in applying the models to your own data situations.

ISBN-13

9781597181051

ISBN-10

1597181056

Weight

2.16 Pounds

Dimensions

7.50 x 1.25 x 9.50 In

List Price

$62.00

Edition

3rd Edition

Format

Paperback

Language

English

Pages

479 pages

Publisher

Stata Press

Published On

2012-06-04



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